Privacy & evidence
How this site handles your visit, and how the project claims on it are sourced and limited.
- No tracking
- No analytics, advertising trackers, cookies or browser storage.
- No forms
- Contact happens through email or LinkedIn, on their own terms.
- Evidence has limits
- Each case study states what its evidence does and does not show.
- Confidential work stays private
- No employer or client drawings, private code or account details.
What this website collects
This static website does not use analytics, advertising trackers, cookies, contact forms or browser storage. The hosting provider may process connection information needed to serve the website under its own policies. Email and LinkedIn links open services with their own privacy practices.
How project claims are presented
Professional history is based on Tobi’s existing engineering resume. Project summaries draw on local source documentation and available review evidence. Case notes state the limits of the evidence. Test results, prototype demonstrations and accepted outcomes are treated separately.
Personal and AI contributions
Tobi defines requirements, supplies domain context, evaluates outputs and directs revisions. AI agents perform coding on the independent software projects. This portfolio was built with AI assistance (Codex and Claude) under Tobi’s requirements and review. None of this is a claim of unaided software development or professional machine-learning research experience.
Confidential work stays private
Employer and client drawings, project identities, internal documents, proprietary research rules, private code and account details are excluded. The PowerFlex diagram is an illustrative summary, not an internal system diagram or company engineering drawing. The built email automation, Teams synchronization and API-based retrieval workflows are described from Tobi’s account of the work. Additional internal AI tools were in development; the separate SLD generator remained unfinished. No confidential implementation details or measured efficiency gains are published. References to organizations describe experience and do not imply endorsement.
Screenshot context
The Tick Mason image is an original capture of the normal desktop application with personal black-and-white chart settings and changing MNQ market data. Feed LIVE and Broker synced are visible application status labels. The screen is disarmed, the position is flat, and no order was placed for the capture. The image does not independently verify order execution, trading returns or commercial readiness.
The Pine screenshot is an original TradingView export provided by Tobi. Its visible indicator list includes HTF SMT MACHINE, Instant Position Sizer, and Time and Price. The image illustrates chart output; it does not verify private source logic, identify ownership of every overlay, or demonstrate profitability. Private source files are not published.